Paper Citation Record · LEDGER

Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances

As of 14 August 2026, this Paper Citation Record lists 73 of 73 outbound references and 2 inbound Pith citation observations for arXiv:2502.04268.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2502.04268 v2

Coverage vector

measured 73 of 73 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T23:03:34.199426Z

measured 75 of 75 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T15:33:45.496165Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-07T21:31:30.129725Z

Reference resolution

73 of 73 outbound references displayed

verified exact2
verified fuzzy65
unresolved6
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fbf82bb7-b54b-452c-a14c-1718cafade75 · outbound

This paper cites V oronoi diagrams—a survey of a fun- damental geometric data structure.

Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances V oronoi diagrams—a survey of a fun- damental geometric data structure

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:03:35.375376Z

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Observation a9b1e0ac-33da-47ad-9578-91116969251a · outbound

This paper cites P2RBox: Point Prompt Oriented Object Detection with SAM.

Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances P2RBox: Point Prompt Oriented Object Detection with SAM

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-08T23:03:33.876368Z

Source-reported events for the cited work

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Observation 841c9d59-958c-44aa-98e1-d39e561f98cb · outbound

This paper cites Point-to-box network for accurate object detection via single point supervision.

Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances Point-to-box network for accurate object detection via single point supervision

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:03:35.360296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation af53d2cb-c53e-4a26-ad04-b365b1884e8b · outbound

This paper cites Anchor-free oriented proposal generator for object detection.

Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances Anchor-free oriented proposal generator for object detection

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:03:35.345308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 53ed6b9e-87d6-4326-a39b-a8fa06b0a73b · outbound

This paper cites Learning roi transformer for oriented object detection in aerial images.

Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances Learning roi transformer for oriented object detection in aerial images

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:03:35.330634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 90d52de7-e193-45e2-9663-5f98a4e552dc · outbound

This paper cites Deep multi-modal object detection and semantic segmentation for autonomous driving: Datasets, methods, and challenges.

Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances Deep multi-modal object detection and semantic segmentation for autonomous driving: Datasets, methods, and challenges

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:03:35.316931Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c8714182-9caa-4c92-bcc5-749bc901132c · outbound

This paper cites Rotation-aware and multi-scale convo- lutional neural network for object detection in remote sensing images.

Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances Rotation-aware and multi-scale convo- lutional neural network for object detection in remote sensing images

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:03:35.300988Z

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Observation a983836f-89fd-4f48-821b-4267010f47e9 · outbound

This paper cites Weakly- supervised salient object detection using point supervision.

Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances Weakly- supervised salient object detection using point supervision

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:03:35.287122Z

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Observation 087e6160-ec7d-459c-a55b-d78661359593 · outbound

This paper cites Cubuk, Quoc V.

Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances Cubuk, Quoc V

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:03:35.273076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation ebbd603a-45c2-4a4a-8dd5-a7e50e39c129 · outbound

This paper cites Precise detection in densely packed scenes.

Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances Precise detection in densely packed scenes

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:03:35.257331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 27d20cd4-a6d7-454d-9aca-a2c8376a3458 · outbound

This paper cites Redet: A rotation-equivariant detector for aerial object detection.

Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances Redet: A rotation-equivariant detector for aerial object detection

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:03:35.241493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation ad0c5a9c-66fa-496d-8c8e-481ac6868dd1 · outbound

This paper cites Align deep features for oriented object detection.

Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances Align deep features for oriented object detection

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:03:35.224731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 4d648897-653d-4525-8366-471e3c36762a · outbound

This paper cites Deep residual learning for image recognition.

Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances Deep residual learning for image recognition

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:03:35.208031Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 23f83356-61fb-4a17-897a-a52206547ad8 · outbound

This paper cites Mask r-cnn.

Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances Mask r-cnn

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:03:35.191969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation ff726aad-40a5-42ac-8e3c-83d5d3fa2af6 · outbound

This paper cites G- rep: Gaussian representation for arbitrary-oriented object detection.

Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances G- rep: Gaussian representation for arbitrary-oriented object detection

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:03:35.175839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f5480e9f-197a-4530-9314-eabe290473f8 · outbound

This paper cites Leveraging orientation for weakly supervised object detection with application to firearm localization.

Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances Leveraging orientation for weakly supervised object detection with application to firearm localization

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:03:35.160326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6b364f5a-faba-410f-aeea-feb70412d146 · outbound

This paper cites Segment any- thing.

Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances Segment any- thing

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:03:35.144013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 977e87e3-1c4f-41c1-bb48-baa5037a90e6 · outbound

This paper cites Object detection in optical remote sensing images: A survey and a new benchmark.

Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances Object detection in optical remote sensing images: A survey and a new benchmark

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:03:35.127616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 62c4d2e9-7207-4dd9-8079-1fdeaaca690f · outbound

This paper cites A Simple Aerial Detection Baseline of Multimodal Language Models.

Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances A Simple Aerial Detection Baseline of Multimodal Language Models

Reference 19

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Source-reported events for the cited work

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Observation d371fd94-0d58-4dd3-8140-7a5f5d167e22 · outbound

This paper cites Ori- ented reppoints for aerial object detection.

Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances Ori- ented reppoints for aerial object detection

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:03:35.111227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2e1169e2-f790-41e9-83a4-1c5ce9e04ca8 · outbound

This paper cites Point2mask: Point-supervised panoptic segmentation via optimal transport.

Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances Point2mask: Point-supervised panoptic segmentation via optimal transport

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:03:35.095565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f78274d5-8e23-4a8c-ae57-5213c7273215 · outbound

This paper cites STAR: A First-Ever Dataset and A Large-Scale Benchmark for Scene Graph Generation in Large-Size Satellite Imagery.

Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances STAR: A First-Ever Dataset and A Large-Scale Benchmark for Scene Graph Generation in Large-Size Satellite Imagery

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-08-08T23:03:34.307192Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 93dd2c9d-ff91-4c2f-9b80-8beda133e1f8 · outbound

This paper cites Rotation-sensitive regression for oriented scene text detection.

Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances Rotation-sensitive regression for oriented scene text detection

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:03:35.079834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 7727fbdd-e806-4df8-98d7-a35ee80a0ecb · outbound

This paper cites Feature pyramid networks for object detection.

Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances Feature pyramid networks for object detection

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:03:35.063602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 223176e3-4cdf-400e-83b2-b24ff17b51ad · outbound

This paper cites Focal loss for dense object detection.

Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances Focal loss for dense object detection

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:03:35.045950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2f0a4350-769c-405e-8304-0ee0d50e127c · outbound

This paper cites Deep learning for generic object detection: A survey.

Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances Deep learning for generic object detection: A survey

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:03:35.029812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 5b8624a7-e8dd-411d-a52c-3429eba2d0b6 · outbound

This paper cites PointSAM: Pointly-Supervised Segment Anything Model for Remote Sensing Images.

Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances PointSAM: Pointly-Supervised Segment Anything Model for Remote Sensing Images

Reference 27

Resolution: verified exact; local_arxiv, observed 2026-08-08T23:03:34.283484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c2a7cdf8-e428-4854-afc0-2484a6736da0 · outbound

This paper cites Fots: Fast oriented text spotting with a unified network.

Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances Fots: Fast oriented text spotting with a unified network

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:03:35.014379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 78bb1300-1803-413e-9d96-22296e399e48 · outbound

This paper cites A data-flow oriented deep ensemble learning method for real-time surface defect inspection.

Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances A data-flow oriented deep ensemble learning method for real-time surface defect inspection

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:03:34.997447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 0a41c4ff-9e1e-4710-90ce-f64f4f163b09 · outbound

This paper cites A high resolution optical satellite image dataset for ship recognition and some new baselines.

Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances A high resolution optical satellite image dataset for ship recognition and some new baselines

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:03:34.980958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 83b46a80-bd1e-4734-a46e-291330e29a69 · outbound

This paper cites Decoupled weight de- cay regularization.

Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances Decoupled weight de- cay regularization

Reference 31

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Source-reported events for the cited work

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Observation f764b478-a378-4537-a8c6-3fa8616b5042 · outbound

This paper cites Afws: Angle-free weakly-supervised rotating object detection for remote sensing images.

Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances Afws: Angle-free weakly-supervised rotating object detection for remote sensing images

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:03:34.954901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2a456112-3be1-4d52-adee-945e8fe1bd56 · outbound

This paper cites Pointobb: Learning oriented object detection via single point supervision.

Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances Pointobb: Learning oriented object detection via single point supervision

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:03:34.940229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c6db098a-1920-4816-816b-6347a87f97d1 · outbound

This paper cites Probabilistic intersection-over-union for training and evaluation of oriented object detectors.

Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances Probabilistic intersection-over-union for training and evaluation of oriented object detectors

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:03:34.924848Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation b28d52cd-8931-402b-9f93-f4e997b3d50e · outbound

This paper cites Dynamic refinement network for oriented and densely packed object detection.

Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances Dynamic refinement network for oriented and densely packed object detection

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:03:34.910521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 25b9845c-1067-4375-9f9b-5e0f7d4e348a · outbound

This paper cites Pytorch: An imperative style, high-performance deep learning library.

Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances Pytorch: An imperative style, high-performance deep learning library

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:03:34.895586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2d5c62bb-3919-4e2a-a222-5a1755aeb7f9 · outbound

This paper cites Learning modulated loss for rotated object detection.

Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances Learning modulated loss for rotated object detection

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:03:34.880325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 1a5b2ef7-d190-4eb9-9bca-d985b897a667 · outbound

This paper cites Pointobb-v2: Towards simpler, faster, and stronger single point supervised oriented object detection.

Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances Pointobb-v2: Towards simpler, faster, and stronger single point supervised oriented object detection

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:03:34.866423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation bf069369-2489-4210-8f2f-88b93883014f · outbound

This paper cites an unresolved cited work.

Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-08T23:03:34.852797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c469f133-706c-4b70-b55e-0af89d5cb963 · outbound

This paper cites Fair1m: A benchmark dataset for fine-grained object recognition in high-resolution remote sensing imagery.ISPRS Journal of Photogrammetry and Remote Sensing, 184:116– 130, 2022.

Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances Fair1m: A benchmark dataset for fine-grained object recognition in high-resolution remote sensing imagery.ISPRS Journal of Photogrammetry and Remote Sensing, 184:116– 130, 2022

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:03:34.838522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation eefde88f-24f7-4b73-85c6-30caba78747f · outbound

This paper cites Oriented object de- tection for remote sensing images based on weakly supervised learning.

Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances Oriented object de- tection for remote sensing images based on weakly supervised learning

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:03:34.823611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c112e698-d098-4d50-908e-1fd2556fed2b · outbound

This paper cites Fcos: Fully convolutional one-stage object detection.

Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances Fcos: Fully convolutional one-stage object detection

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:03:34.809039Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation d0a5f8c1-916c-409e-8a2b-d3c2e20534d5 · outbound

This paper cites Boxinst: High-performance instance segmentation with box annotations.

Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances Boxinst: High-performance instance segmentation with box annotations

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:03:34.794479Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6775801e-5fb7-40f1-b547-704c82ecf0f5 · outbound

This paper cites Vincent and P.

Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances Vincent and P

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:03:34.780727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 023bbcbb-cf76-4101-8faf-fe67cc9a240a · outbound

This paper cites Explicit and implicit box equivariance learning for weakly-supervised rotated ob- ject detection.

Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances Explicit and implicit box equivariance learning for weakly-supervised rotated ob- ject detection

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:03:34.766226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 9dfaf32b-862c-4e09-b00e-79ef6d832daa · outbound

This paper cites A compre- hensive survey of oriented object detection in remote sensing images.

Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances A compre- hensive survey of oriented object detection in remote sensing images

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:03:34.751878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f437b68d-0812-4d51-926a-9d1464a0c8b8 · outbound

This paper cites Pcbnet: A lightweight convolutional neural network for defect inspec- tion in surface mount technology.

Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances Pcbnet: A lightweight convolutional neural network for defect inspec- tion in surface mount technology

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:03:34.736857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e6c3c8f5-5e3f-4f53-9250-b3ad5b7d19fc · outbound

This paper cites Dota: A large-scale dataset for object detection in aerial images.

Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances Dota: A large-scale dataset for object detection in aerial images

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:03:34.722154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 8a32a733-5737-45e5-92d1-325c1a94bbb1 · outbound

This paper cites Oriented r-cnn for object detection.

Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances Oriented r-cnn for object detection

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:03:34.707668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 9e0774a5-bccf-4233-bcc8-33fde370e056 · outbound

This paper cites Arbitrary-oriented object detec- tion with circular smooth label.

Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances Arbitrary-oriented object detec- tion with circular smooth label

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:03:34.692986Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation eed8e206-1ff3-4436-afc2-06b594654b9f · outbound

This paper cites On the arbitrary-oriented object detection: Classification based approaches revisited.

Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances On the arbitrary-oriented object detection: Classification based approaches revisited

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:03:34.678127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation ad235085-e02e-4f03-b26e-b8a556f6a3ed · outbound

This paper cites Automatic ship detection in remote 10 sensing images from google earth of complex scenes based on multiscale rotation dense feature pyramid networks.

Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances Automatic ship detection in remote 10 sensing images from google earth of complex scenes based on multiscale rotation dense feature pyramid networks

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:03:34.663784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 7ccdeb94-1450-47b0-a469-e4c58de58957 · outbound

This paper cites Scrdet: Towards more robust detection for small, cluttered and rotated objects.

Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances Scrdet: Towards more robust detection for small, cluttered and rotated objects

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:03:34.650178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 335c3f58-ab26-4d41-bb27-8602a14f5184 · outbound

This paper cites Dense label encoding for boundary discontinuity free rotation detection.

Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances Dense label encoding for boundary discontinuity free rotation detection

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:03:34.636090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 5d776d38-b21e-47e4-b976-975ec9d0b9e8 · outbound

This paper cites R3det: Refined single-stage detector with feature refinement for ro- tating object.

Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances R3det: Refined single-stage detector with feature refinement for ro- tating object

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:03:34.621449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 11c68cce-28a9-40cd-95aa-4793c4045214 · outbound

This paper cites Rethinking rotated object detection with gaussian wasserstein distance loss.

Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances Rethinking rotated object detection with gaussian wasserstein distance loss

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:03:34.606433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 993903bc-b3d4-4e4d-ae06-79271eeb9150 · outbound

This paper cites Learning high-precision bounding box for rotated object detection via kullback-leibler divergence.

Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances Learning high-precision bounding box for rotated object detection via kullback-leibler divergence

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:03:34.591531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6ed78305-0109-4af3-9069-55e640e377b1 · outbound

This paper cites Scrdet++: Detecting small, cluttered and rotated objects via instance-level feature denoising and rota- tion loss smoothing.

Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances Scrdet++: Detecting small, cluttered and rotated objects via instance-level feature denoising and rota- tion loss smoothing

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:03:34.576423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6ba160a6-1b6e-49d8-9517-ea1c453f2293 · outbound

This paper cites H2rbox: Horizontal box annotation is all you need for oriented object detection.

Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances H2rbox: Horizontal box annotation is all you need for oriented object detection

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:03:34.561058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6a0c514c-09d7-473f-b2d2-6291ba2a8fb6 · outbound

This paper cites Detecting rotated objects as gaussian distributions and its 3-d generalization.

Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances Detecting rotated objects as gaussian distributions and its 3-d generalization

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:03:34.545578Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 9426d83c-83de-4044-bad6-4c80d6216700 · outbound

This paper cites The kfiou loss for rotated object detection.

Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances The kfiou loss for rotated object detection

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:03:34.529093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 84323be4-15d4-4942-9d6a-b0635734a046 · outbound

This paper cites Reppoints: Point set representation for object detection.

Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances Reppoints: Point set representation for object detection

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:03:34.512999Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 5cedd73a-e210-4d13-a986-b71c49aa1d4c · outbound

This paper cites Phase-shifting coder: Predicting ac- curate orientation in oriented object detection.

Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances Phase-shifting coder: Predicting ac- curate orientation in oriented object detection

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:03:34.496698Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 71299f71-f7dd-4507-9340-3b3dd3d794e1 · outbound

This paper cites On boundary discontinuity in angle regression based arbitrary oriented object detection.

Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances On boundary discontinuity in angle regression based arbitrary oriented object detection

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:03:34.480536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 28162bbe-f040-4424-9ff4-64e5a0cef3d0 · outbound

This paper cites H2rbox-v2: Incorporating symmetry for boost- ing horizontal box supervised oriented object detection.

Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances H2rbox-v2: Incorporating symmetry for boost- ing horizontal box supervised oriented object detection

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:03:34.464534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 366f89f5-fa50-4518-9996-b2606ce07ce0 · outbound

This paper cites Point2rbox: Combine knowledge from synthetic visual patterns for end-to-end oriented object detec- tion with single point supervision.

Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances Point2rbox: Combine knowledge from synthetic visual patterns for end-to-end oriented object detec- tion with single point supervision

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:03:34.447366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation ea7db1ee-1414-42b1-96ef-20b59089aa6c · outbound

This paper cites PointOBB-v3: Expanding Performance Boundaries of Single Point-Supervised Oriented Object Detection.

Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances PointOBB-v3: Expanding Performance Boundaries of Single Point-Supervised Oriented Object Detection

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-08T23:03:34.169855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21fba5c1-e63e-457f-9736-23d7053e16cf · outbound

This paper cites Pmho: Point-supervised oriented object detection based on segmentation-driven proposal generation.

Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances Pmho: Point-supervised oriented object detection based on segmentation-driven proposal generation

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:03:34.429623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f315638c-7630-4459-a869-1a1cc0012ad9 · outbound

This paper cites RSAR: Restricted State Angle Resolver and Rotated SAR Benchmark.

Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances RSAR: Restricted State Angle Resolver and Rotated SAR Benchmark

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-08T23:03:34.179693Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d96d9d0d-6d7b-4b74-b681-de2a3057d32e · outbound

This paper cites Object detection with deep learning: A review.

Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances Object detection with deep learning: A review

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:03:34.412957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation edff6690-59ce-4910-a1db-0e36be9891a0 · outbound

This paper cites East: An efficient and accurate scene text detector.

Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances East: An efficient and accurate scene text detector

Reference 71

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:03:34.395736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 81ac17c6-e726-480a-8733-d6e6e5229851 · outbound

This paper cites Mmrotate: A rotated object detection benchmark using pytorch.

Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances Mmrotate: A rotated object detection benchmark using pytorch

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:03:34.379471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 382f52f4-d660-4abc-a3e4-e7b163e564f8 · outbound

This paper cites Knowledge combination to learn rotated detection without rotated anno- tation.

Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances Knowledge combination to learn rotated detection without rotated anno- tation

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:03:34.361834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Pith citing papers

Observation eff2656a-6479-44b0-b16d-29015240234d · inbound

PointOBB-v3: Expanding Performance Boundaries of Single Point-Supervised Oriented Object Detection cites this paper.

PointOBB-v3: Expanding Performance Boundaries of Single Point-Supervised Oriented Object Detection Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-10T15:33:45.496165Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68e91f66-484a-47c1-a273-ee0fbffecf2f · inbound

Wholly-WOOD: Wholly Leveraging Diversified-quality Labels for Weakly-supervised Oriented Object Detection cites this paper.

Wholly-WOOD: Wholly Leveraging Diversified-quality Labels for Weakly-supervised Oriented Object Detection Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances

Reference 102

Resolution: verified exact; local_arxiv, observed 2026-08-07T21:31:30.138063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.